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      <title>MATLAB File Help: prtClassKmsd/prtClassKmsd</title>
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            <td class="headertitle">MATLAB File Help: prtClassKmsd/prtClassKmsd</td>
            
            
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      <div class="title">prtClassKmsd/prtClassKmsd</div>
      <div class="helptext"><pre><!--helptext -->  <span class="helptopic">prtClassKmsd</span>  Kernel matched subspace detector classifier
 
     CLASSIFIER = <span class="helptopic">prtClassKmsd</span> returns a Kmsd classifier
 
     CLASSIFIER = <span class="helptopic">prtClassKmsd</span>(PROPERTY1, VALUE1, ...) constructs a
     <span class="helptopic">prtClassKmsd</span> object CLASSIFIER with properties as specified by
     PROPERTY/VALUE pairs.
 
     A <span class="helptopic">prtClassKmsd</span> object inherits all properties from the abstract class
     prtClass. In addition is has the following properties:
 
     sigma  - Inverse kernel width for Gaussian radial basis function
  
     For more information on Kmsd classifiers, refer to the
     following URL:
   
     <a href="http://ieeexplore.ieee.org/xpl/freeabs_all.jsp?arnumber=1561179">http://ieeexplore.ieee.org/xpl/freeabs_all.jsp?arnumber=1561179</a>
 
     A <span class="helptopic">prtClassKmsd</span> object inherits the TRAIN, RUN, CROSSVALIDATE and
     KFOLDS methods from prtAction. It also inherits the PLOT method
     from prtClass.
 
     Example:
 
      TestDataSet = prtDataGenUnimodal;       % Create some test and
      TrainingDataSet = prtDataGenUnimodal;   % training data
      classifier = <span class="helptopic">prtClassKmsd</span>;              % Create a classifier
      classifier = classifier.train(TrainingDataSet);    % Train
      classified = run(classifier, TestDataSet);         % Test
      classifier.plot;</pre></div><!--after help --><!--seeAlso--><div class="footerlinktitle">See also</div><div class="footerlink"> <a href="./../prtClass.html">prtClass</a>, <a href="./../prtClassLogisticDiscriminant.html">prtClassLogisticDiscriminant</a>, <a href="./../prtClassBagging.html">prtClassBagging</a>,
     <a href="./../prtClassMap.html">prtClassMap</a>, <a href="./../prtClassCap.html">prtClassCap</a>, <a href="./../prtClassBinaryToMaryOneVsAll.html">prtClassBinaryToMaryOneVsAll</a>, <a href="./../prtClassDlrt.html">prtClassDlrt</a>,
     <a href="./../prtClassPlsda.html">prtClassPlsda</a>, <a href="./../prtClassFld.html">prtClassFld</a>, <a href="./../prtClassRvm.html">prtClassRvm</a>, <a href="./../prtClassKmsd.html">prtClassKmsd</a>,  <a href="./../prtClass.html">prtClass</a>
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